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Odd benchmark results for BH decoder #3

@hoehrmann

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@hoehrmann

Comparing slides #122 and #125 from the CppCon PDF, it seems the BH decoder is almost twice as fast converting UTF-8 to UTF-16 than it is converting UTF-8 to UTF-32 for the english_wiki.txt test case. I can reproduce that locally, the numbers I get are as follows:

******  UTF-8 to UTF-32 Conversion  ******

for file: 'english_wiki.txt'
UTF-8 to UTF-32 took  720 msec (360275/358131 units/points) (745 reps) (iconv)
UTF-8 to UTF-32 took 1641 msec (360275/358131 units/points) (745 reps) (llvm)
UTF-8 to UTF-32 took 1808 msec (360275/358131 units/points) (745 reps) (av)
UTF-8 to UTF-32 took 1484 msec (360275/358131 units/points) (745 reps) (std::codecvt)
UTF-8 to UTF-32 took  279 msec (360275/358131 units/points) (745 reps) (Boost.Text)
UTF-8 to UTF-32 took  748 msec (360275/358131 units/points) (745 reps) (hoehrmann)
UTF-8 to UTF-32 took  343 msec (360275/358131 units/points) (745 reps) (kewb-basic)
UTF-8 to UTF-32 took  180 msec (360275/358131 units/points) (745 reps) (kewb-fast)
UTF-8 to UTF-32 took  112 msec (360275/358131 units/points) (745 reps) (kewb-sse)

...

******  UTF-8 to UTF-16 Conversion  ******

for file: 'english_wiki.txt'
UTF-8 to UTF-16 took  850 msec (360275/358137 units/units) (745 reps) (iconv)
UTF-8 to UTF-16 took 1397 msec (360275/358137 units/units) (745 reps) (llvm)
UTF-8 to UTF-16 took 1592 msec (360275/358137 units/units) (745 reps) (std::codecvt)
UTF-8 to UTF-16 took  836 msec (360275/358137 units/units) (745 reps) (Boost.Text)
UTF-8 to UTF-16 took  443 msec (360275/358137 units/units) (745 reps) (hoehrmann)
UTF-8 to UTF-16 took  360 msec (360275/358137 units/units) (745 reps) (kewb-basic)
UTF-8 to UTF-16 took  178 msec (360275/358137 units/units) (745 reps) (kewb-fast)
UTF-8 to UTF-16 took   62 msec (360275/358137 units/units) (745 reps) (kewb-sse)

Since conversion to UTF-16 is a lot more work than conversion to UTF-32, that is a rather odd result and apparently not explained by memory throughput differences (UTF-32 probably touches more bytes than UTF-16) as other decoders seem largely unaffected.

(My numbers are with GCC 5.4.0 on a bare metal Linux on an old i5 in power saving mode. Looks like the code now uses a much smaller repetition count than when you generated the data for the slides?)

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